Research ExplorerScientific StaffFrederic Madesta

Master of Science ID: 6219506

Frederic Madesta

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Affiliations

Publications

Deep learning-based conditional inpainting for restoration of artifact-affected 4D CT images

Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review

Clinical application of breathing-adapted 4D CT: image quality comparison to conventional 4D CT

Research output: SCORING: Contribution to journal › Short publication › Research › peer-review

Discordant and Converting Receptor Expressions in Brain Metastases from Breast Cancer: MRI-Based Non-Invasive Receptor Status Tracking

Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review

Evaluation of magnetic resonance imaging-based radiomics characteristics for differentiation of benign and malignant peripheral nerve sheath tumors in neurofibromatosis type 1

Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review

Reinforcement learning-basierte Patchpriorisierung zur beschleunigten Segmentierung von hochauflösenden Endoskopievideodaten

Research output: SCORING: Contribution to book/anthology › SCORING: Contribution to collected editions/anthologies › Research › peer-review

Multi-scale fully convolutional neural networks for histopathology image segmentation: From nuclear aberrations to the global tissue architecture

Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review

Comparison of intelligent 4D CT sequence scanning and conventional spiral 4D CT: a first comprehensive phantom study

Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review

PAIP 2019: Liver cancer segmentation challenge

Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review

Self-contained deep learning-based boosting of 4D cone-beam CT reconstruction

Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review

Widening the Focus: Biomedical Image Segmentation Challenges and the Underestimated Role of Patch Sampling and Inference Strategies

Research output: SCORING: Contribution to book/anthology › SCORING: Contribution to collected editions/anthologies › Research › peer-review

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